Preheat oven to 425 degrees. Place potatoes in large roasting pan (17" by 11 1/2"); toss with olive oil, chopped rosemary, salt, and pepper. Roast potatoes 30 to 40 minutes, turning occasionally with metal spatula, until golden and fork-tender. Garnish with rosemary sprigs.

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